Fast Fréchet Inception Distance
Article Summary, Handout meeting, Aarhus University, Denmark
I gave a 45 minute overview of what we did in the paper Backpropagating through Fréchet Inception Distance. The slides can be found here.
Talks and presentations
U-Days Presentation About Machine Learning
Introductory, U-Days, Aarhus University, Denmark
I gave a talk about Machine Learning at Aarhus University. I spent 45 minutes on convincing high-school students that what they learn in math is cool. The talk (with these slides) covered the basic idea about loss-functions and gradient descent on a simple data set generated from a 4th-order polynomial and then it motivated how we can use such tricks to train deep neural networks.
Neural Ordinary Differential Equations
Article Summary, Handout meeting, Aarhus University, Denmark
At a handout meeting in our research group, I presented the Neural Ordinary Differential Equations paper [1], which got best paper award at NeurIPS.
Presentation of PatternNet and PatternAttribution
Article Summary, Journal Club, Aarhus University, Denmark
In a journal club that I am a part of, I gave a summary of the PatternNet and PatternAttribution article [1]. The presentation was done from a JupyterNotebook, which can be found here.
AUHack - Tensorflow Introduction
Workshop, Major League Hacking - AUHack, Aarhus University, Denmark
I gave an introduction to Tensorflow at an AUHack workshop on Machine Learning. The slides can be found here.